Work

Foundation models in medical image analysis: A systematic review and quantitative analysis

Year: 2026

Type: review

Study design: Systematic Review

Source: Medical Image Analysis

DOI: 10.1016/j.media.2026.104293

Authors: Praveenbalaji Rajendran, Mojtaba Safari, Wenfeng He, Mingzhe Hu, Keyur Shah, Shansong Wang, Jun Zhou, Xiaofeng Yang

Institutions: Emory University, Winship Cancer Institute, University of Chicago

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Institutes of Health, National Cancer Institute, National Institute of Biomedical Imaging and Bioengineering, National Institute of Dental and Craniofacial Research

Awards: Artificial Intelligence Driven Platform for PET/MR Imaging, Real-time Volumetric Imaging for Motion Management and Dose Delivery Verification, Intelligent and Personalized Online Adaptive Proton Therapy

OpenAlex ID: W4415961034

FWCI: 4.328

Cites: 246

Cited by: 11

Related to: 10